Guest

  • Jameson Toole (@jamesonthecrow)
    • Fritz AI - Twitter (@fritzlabs)
    • Heartbeat - Fritz AI Development Blog and Tutorials

Related Episodes

  • Episode 37 - Machine Learning with Kevin Scott

WWDC Videos - We Loved

  • Build an Action Classifier with Create ML
  • Detect Body and Hand Pose with Vision
  • Make apps smarter with Natural Language
  • Control training in Create ML with Swift
  • Get models on device using Core ML Converters

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Preparing for Machine Learning

  • What does it mean to build a Model?
  • What tasks are you trying to perform?
  • How do you prep data for a model?
  • How do you collect data for a model?

Deciding the Machine Learning Task

  • What types of task can ML do?
  • What's the difference between recommendation and recognition?
  • What is supervised learning?
  • What does Apple provide for building models?
  • How does the Vision framework work?
  • Why should you consider Machine Learning on Device?
  • How can you process Speech?
  • How does choosing the processor affect training?

Making ML Part of the Project

  • How to iterate over models?
  • How do you acquire that first set of data?
  • What is synthetic data?
  • How do you implement unit testing in Machine Learning?

ML and WWDC 2020

  • How does Apple Silicon on the Mac affect Machine Learning?
  • What advances in Machine Learning came out of WWDC 2020?
  • How WWDC 2020 reveals how ML continues to evolve?

Social Media

Email
leo@brightdigit.com
GitHub - @brightdigit

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Leo - @leogdion

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Leo

Instagram - @brightdigit
Patreon - empowerappshow

Credits

Music from https://filmmusic.io
"Blippy Trance" by Kevin MacLeod (https://incompetech.com)
License: CC BY (http://creativecommons.org/licenses/by/4.0/)

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See All 210 Episodes of "Empower Apps"